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ResearchFormerly WizWand

Image Classification on EMNIST Letters 4 (test)

67.42AccuracyTI-RI-SVM
32.47641.54850.6259.692Sep 27, 2021
Updated 8mo ago

Evaluation results

MethodLinks
TI-RI-SVMTraining Samples=5002021.0967.42
L-TI-RI-SVMTraining Samples=5002021.0966.42
L-TI-SVMTraining Samples=5002021.0964.66
TI-SVMTraining Samples=5002021.0963.52
L-RI-SVMTraining Samples=5002021.0959.76
RI-SVMTraining Samples=5002021.0959.04
L-SVMTraining Samples=5002021.0958.05
TD (two-sided)Training Samples=5002021.0957.63
Best CNN / ResNetTraining Samples=5002021.0957.06
SVMTraining Samples=5002021.0956.38
RI-SVM (Average-Fit)Training Samples=5002021.0956.22
L-TI-RI-SVMTraining Samples=2002021.0955.18
Best CNN / ResNetTraining Samples=2002021.0953.17
L-TI-SVMTraining Samples=2002021.0952.81
TI-RI-SVMTraining Samples=2002021.0952.4
TI-SVMTraining Samples=2002021.0948.12
L-RI-SVMTraining Samples=2002021.0947.29
TD (two-sided)Training Samples=2002021.0945.31
L-SVMTraining Samples=2002021.0945.08
RI-SVMTraining Samples=2002021.0945.02
L-TI-RI-SVMTraining Samples=1002021.0944.56
TI-RI-SVMTraining Samples=1002021.0943.16
SVMTraining Samples=2002021.0942.74
L-TI-SVMTraining Samples=1002021.0942.51
RI-SVM (Average-Fit)Training Samples=2002021.0942.41
TI-SVMTraining Samples=1002021.0939.94
L-RI-SVMTraining Samples=1002021.0938.39
RI-SVMTraining Samples=1002021.0938.03
TD (two-sided)Training Samples=1002021.0937.99
L-SVMTraining Samples=1002021.0937.01
RI-SVM (Average-Fit)Training Samples=1002021.0936.82
SVMTraining Samples=1002021.0936.65
Best CNN / ResNetTraining Samples=1002021.0933.82